From 2ab3e91b8bb27de01a0bd1841ecd8b4913048e48 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Tue, 12 Nov 2024 01:17:30 +0100 Subject: [PATCH 01/55] README: Update status --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index fa95479..16691d9 100644 --- a/README.md +++ b/README.md @@ -14,11 +14,11 @@ particularly well suited for low-compexity and low-power classification tasks. It can be combined with feature preprocessing, including neural networks to address more complex tasks. ## Status -**Minimally useful, on some MicroPython ports** +**Minimally useful** -- Tested *working* on `x64` (Unix port) and `armv7emsp` (Cortex M4F/M7 / STM32). -- **Not working** on `armv6m` (Cortex M0 / RP2040). [Issue](https://github.com/emlearn/emlearn-micropython/issues/14) -- **Not working** on `xtensawin` (ESP32). [Issue](https://github.com/emlearn/emlearn-micropython/issues/12) +- Tested *working* on `x64` (Unix port) and `xtensawin` (ESP32). + +NOTE: Building for ARM, such as `armv6m` (Cortex M0 / RP2040) requires a patch to MicroPython [(issue)](https://github.com/emlearn/emlearn-micropython/issues/19). ## Features From 350191838f38dfa9992648f3c2a9f68fed7e4174 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Tue, 12 Nov 2024 22:42:31 +0100 Subject: [PATCH 02/55] CI: Use MicroPython 1.24 --- .github/workflows/build.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml index 91c01c0..60ff103 100644 --- a/.github/workflows/build.yaml +++ b/.github/workflows/build.yaml @@ -24,7 +24,7 @@ jobs: with: repository: jonnor/micropython path: micropython - ref: emlearn-micropython-v1.23-2 + ref: emlearn-micropython-v1.24-1 - name: Install Python dependencies run: pip install -r requirements.txt - name: Setup MicroPython X86 From c5061b0c0fce1ac8cb8ee4a4c591a1878c433b84 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Wed, 13 Nov 2024 18:57:38 +0100 Subject: [PATCH 03/55] examples: Bump to 1.24 --- examples/har_trees/README.md | 10 +++++----- examples/mnist_cnn/README.md | 2 +- examples/soundlevel_iir/README.md | 2 +- examples/xor_trees/README.md | 2 +- 4 files changed, 8 insertions(+), 8 deletions(-) diff --git a/examples/har_trees/README.md b/examples/har_trees/README.md index e86787e..9f4fb24 100644 --- a/examples/har_trees/README.md +++ b/examples/har_trees/README.md @@ -14,7 +14,7 @@ This has been used for many kinds of animals - such as cats, dogs, diary cattle. The same approach can be used for simple gesture recognition. ## Status -Working. Tested running on ESP32 with MicroPython 1.23. +Working. Tested running on ESP32 with MicroPython 1.24. **NOTE:** This is primarily *example* code for a Human Activity Recognition, not a generally-useful pretrained model. @@ -34,7 +34,7 @@ The example uses the [UCI-HAR dataset](https://www.archive.ics.uci.edu/dataset/3 The classes are by default limited to the three static postures (standing, sitting, lying) plus three dynamic activities (walking, walking downstairs, walking upstairs). The data is from a waist-mounted smartphone. Samplerate is 50Hz. -By default only the accelerometer data is used. +By default only the accelerometer data is used (not the gyro). ## TODO @@ -48,7 +48,7 @@ By default only the accelerometer data is used. To run the example on your PC using Unix port of MicroPython. -Make sure to have the Unix port of MicroPython 1.23 setup. +Make sure to have the Unix port of MicroPython setup. On Windows you can use Windows Subsystem for Linux (WSL), or Docker. Download the files in this example directory @@ -66,7 +66,7 @@ micropython har_run.py ## Running on device (Viper IDE) -Make sure to have MicroPython 1.23 installed on device. +Make sure to have MicroPython installed on device. The fastest and easiest to to install on your device is to use Viper IDE. This will install the library and the example code: @@ -76,7 +76,7 @@ This will install the library and the example code: ## Run on device -Make sure to have MicroPython 1.23 installed on device. +Make sure to have MicroPython installed on device. Install the dependencies ```console diff --git a/examples/mnist_cnn/README.md b/examples/mnist_cnn/README.md index e1f15c4..8eeea8c 100644 --- a/examples/mnist_cnn/README.md +++ b/examples/mnist_cnn/README.md @@ -8,7 +8,7 @@ Make sure to have Python **3.10** installed. At the time TinyMaix, used for CNN, only supports Tensorflow <2.14, which is not supported on Python 3.12 or later. -Make sure to have the Unix port of MicroPython 1.23 setup. +Make sure to have the Unix port of MicroPython setup. On Windows you can use Windows Subsystem for Linux (WSL), or Docker. Install the dependencies of this example: diff --git a/examples/soundlevel_iir/README.md b/examples/soundlevel_iir/README.md index f1ebabb..77ecec9 100644 --- a/examples/soundlevel_iir/README.md +++ b/examples/soundlevel_iir/README.md @@ -68,7 +68,7 @@ Please report back if you get this running on a device not listed here. Make sure to have Python 3.10+ installed. -Make sure to have the Unix port of MicroPython 1.23 setup. +Make sure to have the Unix port of MicroPython setup. On Windows you can use Windows Subsystem for Linux (WSL), or Docker. Install the dependencies of this example: diff --git a/examples/xor_trees/README.md b/examples/xor_trees/README.md index a93a38d..5e8a2ab 100644 --- a/examples/xor_trees/README.md +++ b/examples/xor_trees/README.md @@ -11,7 +11,7 @@ Simple and an OK sanity check, but particularly useful. Make sure to have Python 3.10+ installed. -Make sure to have the Unix port of MicroPython 1.23 setup. +Make sure to have the Unix port of MicroPython setup. On Windows you can use Windows Subsystem for Linux (WSL), or Docker. ```console From 2cac2a8e2acc6187698d582fe07e55ca85d14f79 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Wed, 13 Nov 2024 18:57:52 +0100 Subject: [PATCH 04/55] README: Add section about supported MicroPython versions --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index 16691d9..694ddae 100644 --- a/README.md +++ b/README.md @@ -62,6 +62,19 @@ git clone https://github.com/emlearn/emlearn-micropython Start with the instructions in [XOR example](./examples/xor_trees/). +## Supported versions + +At any given point in time, emlearn-micropython only provides pre-built binaries for one MicroPython version. +In general we strongly encourage people to use the latest version. +There are no long-term-support or bugfix versions, at this point. +If you build from source, the current version of emlearn-micropython might also work on a couple of MicroPython versions around the time, but this is not guaranteed. + +| MicroPython | emlearn-micropython | +|------------------| ------------------ | +| 1.24.x | master | +| 1.24.x | 0.7.0 | +| 1.23.x | 0.6.0 | + #### Find architecture and .mpy version The correct .mpy files to use depend on the CPU architecture of your microcontroller, From 351babb162d3cdaa0f841fdee0ea3995ca90d9f5 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Fri, 15 Nov 2024 18:52:36 +0100 Subject: [PATCH 05/55] har_trees: Inital code for recording accelerometer data --- examples/har_trees/har_record.py | 104 +++++++++++++++++++++++++++++++ 1 file changed, 104 insertions(+) create mode 100644 examples/har_trees/har_record.py diff --git a/examples/har_trees/har_record.py b/examples/har_trees/har_record.py new file mode 100644 index 0000000..c64c75f --- /dev/null +++ b/examples/har_trees/har_record.py @@ -0,0 +1,104 @@ + + +from machine import Pin, I2C +from mpu6886 import MPU6886 +import npyfile + +import time +import array +import struct + +def format_time(secs): + year, month, day, hour, minute, second, _, _ = time.gmtime(secs) + formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}:{minute:02d}:{second:02d}' + return formatted + +classes = [ + 'jumpingjack', + 'lunge', + 'squat', + 'pushup', +] + +samplerate = 100 +chunk_length = 50 +file_duration = 10.0 + +def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): + """ + Convert raw bytes into int16 arrays + """ + assert (len(buf) % bytes_per_sample) == 0 + n_samples = len(buf) // bytes_per_sample + assert len(samples) == 3*n_samples, (len(samples), 3*n_samples) + + #view = memoryview(buf) + for i in range(n_samples): + # NOTE: temperature (follows z) is ignored + x, y, z = struct.unpack_from('>hhh', buf, i*bytes_per_sample) + samples[(i*3)+0] = x + samples[(i*3)+1] = y + samples[(i*3)+2] = z + + +def main(): + mpu = MPU6886(I2C(0, sda=21, scl=22, freq=100000)) + + # Enable FIFO at a fixed samplerate + mpu.fifo_enable(True) + mpu.set_odr(samplerate) + + chunk = bytearray(mpu.bytes_per_sample*chunk_length) + decoded = array.array('h', (0 for _ in range(3*chunk_length))) + recording_file = None + recording_samples = int(file_duration * samplerate) + + # TODO: support start/stop of recording + recording = True + + # TODO: support specifying class being recorded + current_class = classes[0] + + start_time = time.ticks_ms() + + while True: + + try: + + # always read data from FIFO, to avoid overflow + count = mpu.get_fifo_count() + if count >= chunk_length: + start = time.ticks_ms() + mpu.read_samples_into(chunk) + decode_samples(chunk, decoded, mpu.bytes_per_sample) + t = (time.ticks_ms() - start_time)/1000.0 + + if recording: + # store the data + if recording_file is None: + time_str = format_time(time.time()) + out_path = f'har_{time_str}_{current_class}.npy' + out_typecode = 'h' + out_shape = (3, recording_samples) + recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) + print(f'record-file-open t={t:.3f} file={out_path}') + + recording_file.write_values(decoded) + print(f'record-chunk t={t:.3f}') + if recording_file.written_bytes > 3*2*recording_samples: + # rotate file + recording_file.close() + recording_file = None + print(f'record-file-rotate t={t:.3f}') + + time.sleep_ms(1) + + except Exception as e: + if recording_file is not None: + recording_file.close() + recording_file = None + raise e + + +if __name__ == '__main__': + main() From 89fb265452ced6e92fa81229e9c8e7b8cc92c317 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Fri, 15 Nov 2024 22:17:25 +0100 Subject: [PATCH 06/55] har_trees: Minor fixes --- examples/har_trees/README.md | 21 ++++++++++++++++----- examples/har_trees/har_live.py | 3 +-- 2 files changed, 17 insertions(+), 7 deletions(-) diff --git a/examples/har_trees/README.md b/examples/har_trees/README.md index 9f4fb24..d17e6e9 100644 --- a/examples/har_trees/README.md +++ b/examples/har_trees/README.md @@ -64,6 +64,8 @@ micropython -m mip install https://emlearn.github.io/emlearn-micropython/builds/ micropython har_run.py ``` +Results should be around 85% accuracy. + ## Running on device (Viper IDE) Make sure to have MicroPython installed on device. @@ -87,22 +89,31 @@ mpremote mip install github:jonnor/micropython-zipfile Copy example code ``` -mpremote cp har_uci_trees.csv har_uci.testdata.npz timebased.py: +mpremote cp har_uci_trees.csv har_uci.testdata.npz timebased.py : ``` Run model evaluation on a test set ``` -micropython har_run.py +mpremote run har_run.py ``` -## Run on device (with live accelerometer data) +Results should be around 85% accuracy. -FIXME: document +## Run on device (with live accelerometer data) Requires a M5StickC PLUS 2. Using a MPU6886 accelerometer connected via I2C. -`har_live.py` +Install dependencies. In addition to the above +``` +mpremote mip install github:jonnor/micropython-mpu6886 +mpremote cp windower.py : +``` + +Run the classification +``` +mpremote har_live.py +``` ## Run training diff --git a/examples/har_trees/har_live.py b/examples/har_trees/har_live.py index 3d8ab5d..16b90e1 100644 --- a/examples/har_trees/har_live.py +++ b/examples/har_trees/har_live.py @@ -24,8 +24,7 @@ def main(): with open('har_uci_trees.csv', 'r') as f: emlearn_trees.load_model(model, f) - i2c = I2C(sda=21, scl=22, freq=100000) - mpu = MPU6886(i2c) + mpu = MPU6886(I2C(0, sda=21, scl=22, freq=100000)) # Enable FIFO at a fixed samplerate mpu.fifo_enable(True) From ecfcf03800d7877db60e1c67366bf5c7000fbfa4 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sat, 16 Nov 2024 17:51:17 +0100 Subject: [PATCH 07/55] har_trees: Data recorder can start/stop --- examples/har_trees/har_record.py | 158 +++++++++++++++++++++++-------- 1 file changed, 118 insertions(+), 40 deletions(-) diff --git a/examples/har_trees/har_record.py b/examples/har_trees/har_record.py index c64c75f..0774e90 100644 --- a/examples/har_trees/har_record.py +++ b/examples/har_trees/har_record.py @@ -1,12 +1,17 @@ +import machine from machine import Pin, I2C from mpu6886 import MPU6886 import npyfile +import os import time import array import struct +import gc + +gc.collect() def format_time(secs): year, month, day, hour, minute, second, _, _ = time.gmtime(secs) @@ -20,9 +25,7 @@ def format_time(secs): 'pushup', ] -samplerate = 100 -chunk_length = 50 -file_duration = 10.0 + def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): """ @@ -40,6 +43,84 @@ def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): samples[(i*3)+1] = y samples[(i*3)+2] = z +def file_or_dir_exists(filename): + try: + os.stat(filename) + return True + except OSError: + return False + +class Recorder(): + """Record accelerometer data to .npy files""" + + def __init__(self, samplerate, duration, directory='recorder_data', suffix='.npy'): + # config + self._directory = directory + assert directory[-1] != '/' + self._suffix = suffix + self._recording_samples = int(duration * samplerate) + + # state + self._recording_file = None + self._recording = False + + if not file_or_dir_exists(self._directory): + os.mkdir(self._directory) + + def start(self): + self._recording = True + + def stop(self): + self.close() + self._recording = False + + def process(self, data): + + if not self._recording: + return + + t = time.ticks_ms()/1000.0 + + if self._recording_file is None: + # open file + time_str = format_time(time.time()) + out_path = f'{self._directory}/{time_str}_{self._suffix}' + out_typecode = 'h' + out_shape = (3, self._recording_samples) + self._recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) + print(f'record-file-open t={t:.3f} file={out_path}') + + # TODO: avoid writing too much at end of file + self._recording_file.write_values(data) + print(f'record-chunk t={t:.3f}') + if self._recording_file.written_bytes > 3*2*self._recording_samples: + # rotate file + self.close() + print(f'record-file-rotate t={t:.3f}') + + def delete(self): + for f in os.listdir(self._directory): + p = self._directory + '/' + f + print('recorder-delete-file', p) + os.unlink(p) + + def close(self): + if self._recording_file is not None: + self._recording_file.close() + self._recording_file = None + + # Support working as a context manager, to automatically clean up + def __enter__(self): + pass + return self + def __exit__(self, exc_type, exc_value, exc_tb): + self.close() + +# Configuration +samplerate = 100 +chunk_length = 50 +file_duration = 5.0 +data_dir = 'har_record' def main(): mpu = MPU6886(I2C(0, sda=21, scl=22, freq=100000)) @@ -48,56 +129,53 @@ def main(): mpu.fifo_enable(True) mpu.set_odr(samplerate) - chunk = bytearray(mpu.bytes_per_sample*chunk_length) - decoded = array.array('h', (0 for _ in range(3*chunk_length))) - recording_file = None - recording_samples = int(file_duration * samplerate) - - # TODO: support start/stop of recording - recording = True + chunk = bytearray(mpu.bytes_per_sample*chunk_length) # raw bytes + decoded = array.array('h', (0 for _ in range(3*chunk_length))) # decoded int16 # TODO: support specifying class being recorded current_class = classes[0] - start_time = time.ticks_ms() + led_pin = machine.Pin(19, machine.Pin.OUT) # Internal LED on M5StickC PLUS2 + button_pin = machine.Pin(37, machine.Pin.IN, machine.Pin.PULL_UP) # Button A on M5StickC PLUS2 - while True: + # On M5StickC we need to set HOLD pin to stay alive when on battery + hold_pin = machine.Pin(4, machine.Pin.OUT) + hold_pin.value(1) - try: + with Recorder(samplerate, file_duration, directory=data_dir) as recorder: + # UNCOMMENT to clean up data_dir + recorder.delete() + + print('har-record-ready') + + while True: + # always read data from FIFO, to avoid overflow count = mpu.get_fifo_count() if count >= chunk_length: start = time.ticks_ms() mpu.read_samples_into(chunk) decode_samples(chunk, decoded, mpu.bytes_per_sample) - t = (time.ticks_ms() - start_time)/1000.0 - - if recording: - # store the data - if recording_file is None: - time_str = format_time(time.time()) - out_path = f'har_{time_str}_{current_class}.npy' - out_typecode = 'h' - out_shape = (3, recording_samples) - recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) - print(f'record-file-open t={t:.3f} file={out_path}') - - recording_file.write_values(decoded) - print(f'record-chunk t={t:.3f}') - if recording_file.written_bytes > 3*2*recording_samples: - # rotate file - recording_file.close() - recording_file = None - print(f'record-file-rotate t={t:.3f}') - - time.sleep_ms(1) - - except Exception as e: - if recording_file is not None: - recording_file.close() - recording_file = None - raise e + + # record data (if enabled) + recorder.process(decoded) + + # check button for start/stop + button_pressed = button_pin.value() == 0 + if button_pressed: + # toggle recording state + if recorder._recording: + recorder.stop() + else: + recorder.start() + + # Let LED reflect recording state + led_pin.value(1 if recorder._recording else 0) + + + time.sleep_ms(10) + if __name__ == '__main__': From 2e908cc037b0b5b69610922b1a2a64064433591b Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sat, 16 Nov 2024 18:51:56 +0100 Subject: [PATCH 08/55] har_trees: Allow cycling classes using click --- examples/har_trees/har_record.py | 73 ++++++++++++++++++++------------ 1 file changed, 46 insertions(+), 27 deletions(-) diff --git a/examples/har_trees/har_record.py b/examples/har_trees/har_record.py index 0774e90..83a793b 100644 --- a/examples/har_trees/har_record.py +++ b/examples/har_trees/har_record.py @@ -5,12 +5,17 @@ from mpu6886 import MPU6886 import npyfile +# mpremote mip install "github:peterhinch/micropython-async/v3/primitives" +from primitives import Pushbutton + +import asyncio import os import time import array import struct import gc +# Cleanup after import frees considerable memory gc.collect() def format_time(secs): @@ -18,15 +23,6 @@ def format_time(secs): formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}:{minute:02d}:{second:02d}' return formatted -classes = [ - 'jumpingjack', - 'lunge', - 'squat', - 'pushup', -] - - - def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): """ Convert raw bytes into int16 arrays @@ -69,10 +65,12 @@ def __init__(self, samplerate, duration, directory='recorder_data', suffix='.npy def start(self): self._recording = True + print('recorder-start') def stop(self): self.close() self._recording = False + print('recorder-stop') def process(self, data): @@ -92,7 +90,7 @@ def process(self, data): # TODO: avoid writing too much at end of file self._recording_file.write_values(data) - print(f'record-chunk t={t:.3f}') + print(f'recorder-write-chunk t={t:.3f}') if self._recording_file.written_bytes > 3*2*self._recording_samples: # rotate file self.close() @@ -117,11 +115,19 @@ def __exit__(self, exc_type, exc_value, exc_tb): self.close() # Configuration +classes = [ + 'jumpingjack', + 'lunge', + 'squat', + 'pushup', +] + samplerate = 100 chunk_length = 50 file_duration = 5.0 data_dir = 'har_record' + def main(): mpu = MPU6886(I2C(0, sda=21, scl=22, freq=100000)) @@ -132,17 +138,38 @@ def main(): chunk = bytearray(mpu.bytes_per_sample*chunk_length) # raw bytes decoded = array.array('h', (0 for _ in range(3*chunk_length))) # decoded int16 - # TODO: support specifying class being recorded - current_class = classes[0] - - led_pin = machine.Pin(19, machine.Pin.OUT) # Internal LED on M5StickC PLUS2 - button_pin = machine.Pin(37, machine.Pin.IN, machine.Pin.PULL_UP) # Button A on M5StickC PLUS2 + # Internal LED on M5StickC PLUS2 + led_pin = machine.Pin(19, machine.Pin.OUT) # On M5StickC we need to set HOLD pin to stay alive when on battery hold_pin = machine.Pin(4, machine.Pin.OUT) hold_pin.value(1) - with Recorder(samplerate, file_duration, directory=data_dir) as recorder: + # Support cycling between classes, to indicate which is being recorded + class_selected = 0 + + def on_longpress(): + # toggle recording state + if recorder._recording: + recorder.stop() + else: + recorder.start() + + def on_doubleclick(): + # cycle between selected class + nonlocal class_selected + class_selected += 1 + if class_selected >= len(classes): + class_selected = 0 + c = classes[class_selected] + print(f'har-record-cycle class={c}') + + button_pin = machine.Pin(37, machine.Pin.IN, machine.Pin.PULL_UP) # Button A on M5StickC PLUS2 + button = Pushbutton(button_pin) + button.long_func(on_longpress, args=()) + button.double_func(on_doubleclick, args=()) + + async def read_data(): # UNCOMMENT to clean up data_dir recorder.delete() @@ -161,22 +188,14 @@ def main(): # record data (if enabled) recorder.process(decoded) - # check button for start/stop - button_pressed = button_pin.value() == 0 - if button_pressed: - # toggle recording state - if recorder._recording: - recorder.stop() - else: - recorder.start() - # Let LED reflect recording state led_pin.value(1 if recorder._recording else 0) + await asyncio.sleep(0.050) - time.sleep_ms(10) - + with Recorder(samplerate, file_duration, directory=data_dir) as recorder: + asyncio.run(read_data()) if __name__ == '__main__': main() From 59e875abc5199ec6e450b22d022b4c0b1ad35cfe Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sat, 16 Nov 2024 19:36:46 +0100 Subject: [PATCH 09/55] har_trees: Start of screen examples for M5StickC --- examples/har_trees/color_setup.py | 23 +++++++++++ examples/har_trees/har_screen.py | 69 +++++++++++++++++++++++++++++++ 2 files changed, 92 insertions(+) create mode 100644 examples/har_trees/color_setup.py create mode 100644 examples/har_trees/har_screen.py diff --git a/examples/har_trees/color_setup.py b/examples/har_trees/color_setup.py new file mode 100644 index 0000000..9d74d0a --- /dev/null +++ b/examples/har_trees/color_setup.py @@ -0,0 +1,23 @@ + +import gc +from machine import Pin, SPI + +# M5Stack M5StickC PLUS 2 +# https://docs.m5stack.com/en/core/M5StickC%20PLUS2 +from drivers.st7789.st7789_4bit import * +# ESP32 GPIO15 GPIO13 GPIO14 GPIO12 GPIO5 GPIO27 +# TFT LCD TFT_MOSI TFT_CLK TFT_DC TFT_RST TFT_CS TFT_BL + +pdc = Pin(14, Pin.OUT, value=0) +pcs = Pin(5, Pin.OUT, value=1) +prst = Pin(12, Pin.OUT, value=1) +pbl = Pin(27, Pin.OUT, value=1) + +gc.collect() # Precaution before instantiating framebuf + +SSD = ST7789 + +# Conservative low baudrate. Can go to 62.5MHz. +spi = SPI(1, 30_000_000, sck=Pin(13), mosi=Pin(15)) +ssd = ST7789(spi, height=135, width=240, dc=pdc, cs=pcs, rst=prst, disp_mode=LANDSCAPE, display=TDISPLAY) + diff --git a/examples/har_trees/har_screen.py b/examples/har_trees/har_screen.py new file mode 100644 index 0000000..de9f521 --- /dev/null +++ b/examples/har_trees/har_screen.py @@ -0,0 +1,69 @@ + +from machine import Pin, I2C +from mpu6886 import MPU6886 + +import time +import struct +import array + +#from windower import TriaxialWindower, empty_array +#import timebased +#import emlearn_trees + +# mpremote mip install "github:peterhinch/micropython-nano-gui/drivers/st7789" +from color_setup import ssd + +# mpremote mip install "github:peterhinch/micropython-nano-gui" +# On a monochrome display Writer is more efficient than CWriter. +from gui.core.writer import Writer +from gui.core.nanogui import refresh +from gui.widgets.meter import Meter +from gui.widgets.label import Label + +# Fonts +import gui.fonts.courier20 as fixed +#import gui.fonts.font6 as small + + +def render_display(db : float): + start_time = time.ticks_ms() + + ssd.fill(0) + #refresh(ssd) + + Writer.set_textpos(ssd, 0, 0) # In case previous tests have altered it + wri = Writer(ssd, fixed, verbose=False) + wri.set_clip(False, False, False) + + warn_text = 'Loud!' + numfield = Label(wri, 5, 0, wri.stringlen('99.9')) + textfield = Label(wri, 40, 34, wri.stringlen(warn_text)) + + numfield.value('{:5.1f} dBa'.format(db)) + + if db > 75.0: + textfield.value(warn_text, True) + else: + textfield.value('') + + refresh(ssd) + + duration = time.ticks_ms() - start_time + print('render-display-done', duration) + + +def main(): + + next_display_update = 0.0 + + while True: + if time.time() >= next_display_update: + soundlevel_db = 10.0 + if soundlevel_db is not None: + render_display(db=soundlevel_db) + last_display_update = time.time() + 0.200 + + time.sleep_ms(10) + +if __name__ == '__main__': + main() From fcac0957c06bd279fb229a3fdf3ba137b9e73850 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sat, 16 Nov 2024 19:53:57 +0100 Subject: [PATCH 10/55] har_trees: Display class on display --- examples/har_trees/har_record.py | 115 ++++++++++--------------------- examples/har_trees/recorder.py | 93 +++++++++++++++++++++++++ 2 files changed, 128 insertions(+), 80 deletions(-) create mode 100644 examples/har_trees/recorder.py diff --git a/examples/har_trees/har_record.py b/examples/har_trees/har_record.py index 83a793b..9f24beb 100644 --- a/examples/har_trees/har_record.py +++ b/examples/har_trees/har_record.py @@ -2,8 +2,8 @@ import machine from machine import Pin, I2C + from mpu6886 import MPU6886 -import npyfile # mpremote mip install "github:peterhinch/micropython-async/v3/primitives" from primitives import Pushbutton @@ -15,14 +15,20 @@ import struct import gc +from recorder import Recorder + +# for display +# mpremote mip install "github:peterhinch/micropython-nano-gui" +from color_setup import ssd +from gui.core.writer import Writer +from gui.core.nanogui import refresh +from gui.widgets.meter import Meter +from gui.widgets.label import Label +import gui.fonts.courier20 as fixed + # Cleanup after import frees considerable memory gc.collect() -def format_time(secs): - year, month, day, hour, minute, second, _, _ = time.gmtime(secs) - formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}:{minute:02d}:{second:02d}' - return formatted - def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): """ Convert raw bytes into int16 arrays @@ -39,80 +45,25 @@ def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): samples[(i*3)+1] = y samples[(i*3)+2] = z -def file_or_dir_exists(filename): - try: - os.stat(filename) - return True - except OSError: - return False -class Recorder(): - """Record accelerometer data to .npy files""" - - def __init__(self, samplerate, duration, directory='recorder_data', suffix='.npy'): - # config - self._directory = directory - assert directory[-1] != '/' - self._suffix = suffix - self._recording_samples = int(duration * samplerate) - - # state - self._recording_file = None - self._recording = False - - if not file_or_dir_exists(self._directory): - os.mkdir(self._directory) - - def start(self): - self._recording = True - print('recorder-start') - - def stop(self): - self.close() - self._recording = False - print('recorder-stop') - - def process(self, data): - - if not self._recording: - return - - t = time.ticks_ms()/1000.0 - - if self._recording_file is None: - # open file - time_str = format_time(time.time()) - out_path = f'{self._directory}/{time_str}_{self._suffix}' - out_typecode = 'h' - out_shape = (3, self._recording_samples) - self._recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) - print(f'record-file-open t={t:.3f} file={out_path}') - - # TODO: avoid writing too much at end of file - self._recording_file.write_values(data) - print(f'recorder-write-chunk t={t:.3f}') - if self._recording_file.written_bytes > 3*2*self._recording_samples: - # rotate file - self.close() - print(f'record-file-rotate t={t:.3f}') - - def delete(self): - for f in os.listdir(self._directory): - p = self._directory + '/' + f - print('recorder-delete-file', p) - os.unlink(p) - - def close(self): - if self._recording_file is not None: - self._recording_file.close() - self._recording_file = None - - # Support working as a context manager, to automatically clean up - def __enter__(self): - pass - return self - def __exit__(self, exc_type, exc_value, exc_tb): - self.close() +def render_display(selected_class): + start_time = time.ticks_ms() + + ssd.fill(0) + + Writer.set_textpos(ssd, 0, 0) # In case previous tests have altered it + wri = Writer(ssd, fixed, verbose=False) + wri.set_clip(False, False, False) + + textfield = Label(wri, 10, 20, wri.stringlen(selected_class)) + textfield.value(selected_class) + + refresh(ssd) + + duration = time.ticks_ms() - start_time + print('render-display-done', duration) + + # Configuration classes = [ @@ -162,6 +113,9 @@ def on_doubleclick(): if class_selected >= len(classes): class_selected = 0 c = classes[class_selected] + # FIXME: change suffix on the recorder + render_display(c) + print(f'har-record-cycle class={c}') button_pin = machine.Pin(37, machine.Pin.IN, machine.Pin.PULL_UP) # Button A on M5StickC PLUS2 @@ -174,6 +128,7 @@ async def read_data(): # UNCOMMENT to clean up data_dir recorder.delete() + render_display(classes[class_selected]) print('har-record-ready') while True: @@ -191,7 +146,7 @@ async def read_data(): # Let LED reflect recording state led_pin.value(1 if recorder._recording else 0) - await asyncio.sleep(0.050) + await asyncio.sleep(0.10) with Recorder(samplerate, file_duration, directory=data_dir) as recorder: diff --git a/examples/har_trees/recorder.py b/examples/har_trees/recorder.py new file mode 100644 index 0000000..6e5c963 --- /dev/null +++ b/examples/har_trees/recorder.py @@ -0,0 +1,93 @@ + +import npyfile + +# mpremote mip install "github:peterhinch/micropython-async/v3/primitives" +from primitives import Pushbutton + +import asyncio +import os +import time +import array +import struct +import gc + + +def format_time(secs): + year, month, day, hour, minute, second, _, _ = time.gmtime(secs) + formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}:{minute:02d}:{second:02d}' + return formatted + +def file_or_dir_exists(filename): + try: + os.stat(filename) + return True + except OSError: + return False + +class Recorder(): + """Record accelerometer data to .npy files""" + + def __init__(self, samplerate, duration, directory='recorder_data', suffix='.npy'): + # config + self._directory = directory + assert directory[-1] != '/' + self._suffix = suffix + self._recording_samples = int(duration * samplerate) + + # state + self._recording_file = None + self._recording = False + + if not file_or_dir_exists(self._directory): + os.mkdir(self._directory) + + def start(self): + self._recording = True + print('recorder-start') + + def stop(self): + self.close() + self._recording = False + print('recorder-stop') + + def process(self, data): + + if not self._recording: + return + + t = time.ticks_ms()/1000.0 + + if self._recording_file is None: + # open file + time_str = format_time(time.time()) + out_path = f'{self._directory}/{time_str}_{self._suffix}' + out_typecode = 'h' + out_shape = (3, self._recording_samples) + self._recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) + print(f'record-file-open t={t:.3f} file={out_path}') + + # TODO: avoid writing too much at end of file + self._recording_file.write_values(data) + print(f'recorder-write-chunk t={t:.3f}') + if self._recording_file.written_bytes > 3*2*self._recording_samples: + # rotate file + self.close() + print(f'record-file-rotate t={t:.3f}') + + def delete(self): + for f in os.listdir(self._directory): + p = self._directory + '/' + f + print('recorder-delete-file', p) + os.unlink(p) + + def close(self): + if self._recording_file is not None: + self._recording_file.close() + self._recording_file = None + + # Support working as a context manager, to automatically clean up + def __enter__(self): + pass + return self + def __exit__(self, exc_type, exc_value, exc_tb): + self.close() From 1518bfc7ff120a012602af5f1a169797ac00366d Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sat, 16 Nov 2024 20:07:16 +0100 Subject: [PATCH 11/55] har_trees: Recorder ready for action --- examples/har_trees/har_record.py | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/examples/har_trees/har_record.py b/examples/har_trees/har_record.py index 9f24beb..2f26fee 100644 --- a/examples/har_trees/har_record.py +++ b/examples/har_trees/har_record.py @@ -46,7 +46,7 @@ def decode_samples(buf : bytearray, samples : array.array, bytes_per_sample): samples[(i*3)+2] = z -def render_display(selected_class): +def render_display(selected_class, recording : bool): start_time = time.ticks_ms() ssd.fill(0) @@ -55,8 +55,16 @@ def render_display(selected_class): wri = Writer(ssd, fixed, verbose=False) wri.set_clip(False, False, False) - textfield = Label(wri, 10, 20, wri.stringlen(selected_class)) - textfield.value(selected_class) + text = f'Activity:' + text1 = Label(wri, 10, 10, wri.stringlen(text)) + text1.value(text) + + text2 = Label(wri, 30, 10, wri.stringlen(selected_class)) + text2.value(selected_class) + + state = '[recording]' if recording else '[ready]' + text3 = Label(wri, 80, 10, wri.stringlen(state)) + text3.value(state) refresh(ssd) @@ -99,12 +107,17 @@ def main(): # Support cycling between classes, to indicate which is being recorded class_selected = 0 + def update_display(): + c = classes[class_selected] + render_display(c, recorder._recording) + def on_longpress(): # toggle recording state if recorder._recording: recorder.stop() else: recorder.start() + update_display() def on_doubleclick(): # cycle between selected class @@ -113,8 +126,8 @@ def on_doubleclick(): if class_selected >= len(classes): class_selected = 0 c = classes[class_selected] - # FIXME: change suffix on the recorder - render_display(c) + recorder.set_class(c) + update_display() print(f'har-record-cycle class={c}') @@ -128,7 +141,8 @@ async def read_data(): # UNCOMMENT to clean up data_dir recorder.delete() - render_display(classes[class_selected]) + # FIXME: text does not show on boot + update_display() print('har-record-ready') while True: From 3a4b097d85d9fcf412ca3b0f5605a432365c7c5c Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sun, 17 Nov 2024 22:10:21 +0100 Subject: [PATCH 12/55] har_trees: Support set_class in Recorder --- examples/har_trees/recorder.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/examples/har_trees/recorder.py b/examples/har_trees/recorder.py index 6e5c963..3a738e8 100644 --- a/examples/har_trees/recorder.py +++ b/examples/har_trees/recorder.py @@ -27,7 +27,8 @@ def file_or_dir_exists(filename): class Recorder(): """Record accelerometer data to .npy files""" - def __init__(self, samplerate, duration, directory='recorder_data', suffix='.npy'): + def __init__(self, samplerate, duration, + classname='unknown', directory='recorder_data', suffix='.npy'): # config self._directory = directory assert directory[-1] != '/' @@ -37,6 +38,7 @@ def __init__(self, samplerate, duration, directory='recorder_data', suffix='.npy # state self._recording_file = None self._recording = False + self._classname = classname if not file_or_dir_exists(self._directory): os.mkdir(self._directory) @@ -50,6 +52,9 @@ def stop(self): self._recording = False print('recorder-stop') + def set_class(self, name): + self._classname = name + def process(self, data): if not self._recording: @@ -60,7 +65,7 @@ def process(self, data): if self._recording_file is None: # open file time_str = format_time(time.time()) - out_path = f'{self._directory}/{time_str}_{self._suffix}' + out_path = f'{self._directory}/{time_str}_{self._classname}{self._suffix}' out_typecode = 'h' out_shape = (3, self._recording_samples) self._recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) From 8d9db59b1f9790fab603cc32b9ec55d83ad0c557 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Fri, 29 Nov 2024 23:01:24 +0100 Subject: [PATCH 13/55] har_trees: Fix missing header in recorded .npy files Also add a basic test --- examples/har_trees/recorder.py | 12 ++++----- examples/har_trees/test_recorder.py | 39 +++++++++++++++++++++++++++++ 2 files changed, 45 insertions(+), 6 deletions(-) create mode 100644 examples/har_trees/test_recorder.py diff --git a/examples/har_trees/recorder.py b/examples/har_trees/recorder.py index 3a738e8..a35e473 100644 --- a/examples/har_trees/recorder.py +++ b/examples/har_trees/recorder.py @@ -1,9 +1,6 @@ import npyfile -# mpremote mip install "github:peterhinch/micropython-async/v3/primitives" -from primitives import Pushbutton - import asyncio import os import time @@ -13,7 +10,8 @@ def format_time(secs): - year, month, day, hour, minute, second, _, _ = time.gmtime(secs) + tt = time.gmtime(secs) + year, month, day, hour, minute, second, _, _ = tt[0:8] formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}:{minute:02d}:{second:02d}' return formatted @@ -68,13 +66,15 @@ def process(self, data): out_path = f'{self._directory}/{time_str}_{self._classname}{self._suffix}' out_typecode = 'h' out_shape = (3, self._recording_samples) - self._recording_file = npyfile.Writer(open(out_path, 'w'), out_shape, out_typecode) + self._recording_file_path = out_path + self._recording_file = npyfile.Writer(open(out_path, 'wb'), out_shape, out_typecode) + self._recording_file._write_header() print(f'record-file-open t={t:.3f} file={out_path}') # TODO: avoid writing too much at end of file self._recording_file.write_values(data) print(f'recorder-write-chunk t={t:.3f}') - if self._recording_file.written_bytes > 3*2*self._recording_samples: + if self._recording_file.written_bytes >= 3*2*self._recording_samples: # rotate file self.close() print(f'record-file-rotate t={t:.3f}') diff --git a/examples/har_trees/test_recorder.py b/examples/har_trees/test_recorder.py new file mode 100644 index 0000000..0396fff --- /dev/null +++ b/examples/har_trees/test_recorder.py @@ -0,0 +1,39 @@ + +import array +import math + +import npyfile + +print(npyfile.__file__) + +from recorder import Recorder + +samplerate = 100 +chunk_length = 30 +file_duration = 2.0 +test_data_dir = 'test_har_record' + +def check_file(path): + shape, data = npyfile.load(path) + return shape + +def test_recorder_one_file(): + + decoded = array.array('h', (0 for _ in range(3*chunk_length))) + + n_chunks = math.ceil((file_duration * samplerate) / chunk_length) + + with Recorder(samplerate, file_duration, directory=test_data_dir) as recorder: + recorder.start() + + for i in range(n_chunks): + recorder.process(decoded) + + p = recorder._recording_file_path + + shape = check_file(p) + assert shape[0] == 3 + assert shape[1] == int(file_duration*samplerate) + +if __name__ == '__main__': + test_recorder_one_file() From e5ff9f97cb70b201a95ab61e03de3f46a2f741eb Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Fri, 29 Nov 2024 23:28:19 +0100 Subject: [PATCH 14/55] har_trees: Initial script for reading data The values look quite suspicious right now --- examples/har_trees/read_data.py | 47 +++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) create mode 100644 examples/har_trees/read_data.py diff --git a/examples/har_trees/read_data.py b/examples/har_trees/read_data.py new file mode 100644 index 0000000..0cf03cf --- /dev/null +++ b/examples/har_trees/read_data.py @@ -0,0 +1,47 @@ + + +import os + +import pandas +import numpy + +def load_har_record(path, samplerate): + suffix = '.npy' + + files = [] + + for f in os.listdir(path): + if f.endswith(suffix): + p = os.path.join(path, f) + try: + data = numpy.load(p, allow_pickle=True) + except Exception as e: + print(e) + continue + + df = pandas.DataFrame(data.T, columns=['x', 'y', 'z']) + t = numpy.arange(0, len(df)) * (1.0/samplerate) + df['time'] = t + df = df.set_index('time') + classname = f.split('_')[1].rstrip(suffix) + + files.append(dict(data=df, filename=f, classname=classname)) + + #print(f, data.shape) + + out = pandas.DataFrame.from_records(files) + out = out.set_index('filename') + return out + +p = '/home/jon/temp/micropython-test-esptool/har_record' +data = load_har_record(p, samplerate=100) + +print(data.head()) +print(data.shape) + +import plotly.express + +for idx, f in data.iterrows(): + d = f.data.reset_index() + fig = plotly.express.line(d, x='time', y=['x', 'y', 'z']) + fig.show() From 098198b60671db95db30b404c57cf9384a45d31e Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sun, 1 Dec 2024 18:56:54 +0100 Subject: [PATCH 15/55] har_trees: Avoid : in filenames Is a protected character on Windows, and stripped by some tools like Label Studio --- examples/har_trees/recorder.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/har_trees/recorder.py b/examples/har_trees/recorder.py index a35e473..4d96b59 100644 --- a/examples/har_trees/recorder.py +++ b/examples/har_trees/recorder.py @@ -12,7 +12,7 @@ def format_time(secs): tt = time.gmtime(secs) year, month, day, hour, minute, second, _, _ = tt[0:8] - formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}:{minute:02d}:{second:02d}' + formatted = f'{year:04d}-{month:02d}-{day:02d}T{hour:02d}{minute:02d}{second:02d}' return formatted def file_or_dir_exists(filename): @@ -65,7 +65,7 @@ def process(self, data): time_str = format_time(time.time()) out_path = f'{self._directory}/{time_str}_{self._classname}{self._suffix}' out_typecode = 'h' - out_shape = (3, self._recording_samples) + out_shape = (self._recording_samples, 3) self._recording_file_path = out_path self._recording_file = npyfile.Writer(open(out_path, 'wb'), out_shape, out_typecode) self._recording_file._write_header() From c192162438c354cd6fde5fa75882ad46b150ed29 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sun, 1 Dec 2024 19:25:13 +0100 Subject: [PATCH 16/55] har_trees: Tool for reading labels from LabelStudio --- examples/har_trees/read_data.py | 72 +++++++++++++++++---- examples/har_trees/read_labels.py | 103 ++++++++++++++++++++++++++++++ 2 files changed, 163 insertions(+), 12 deletions(-) create mode 100644 examples/har_trees/read_labels.py diff --git a/examples/har_trees/read_data.py b/examples/har_trees/read_data.py index 0cf03cf..9a19b7b 100644 --- a/examples/har_trees/read_data.py +++ b/examples/har_trees/read_data.py @@ -5,7 +5,12 @@ import pandas import numpy -def load_har_record(path, samplerate): +def load_har_record(path, + samplerate=100, + sensitivity=2.0, + maxvalue=32767, + ): + suffix = '.npy' files = [] @@ -19,13 +24,22 @@ def load_har_record(path, samplerate): print(e) continue - df = pandas.DataFrame(data.T, columns=['x', 'y', 'z']) + df = pandas.DataFrame(data, columns=['x', 'y', 'z']) + + # Scale values into physical units (g) + df = df.astype(float) / maxvalue * sensitivity + + # Add a time column, use as index t = numpy.arange(0, len(df)) * (1.0/samplerate) df['time'] = t df = df.set_index('time') + classname = f.split('_')[1].rstrip(suffix) + + # Remove :, special character on Windows + filename = f.replace(':', '') - files.append(dict(data=df, filename=f, classname=classname)) + files.append(dict(data=df, filename=filename, classname=classname)) #print(f, data.shape) @@ -33,15 +47,49 @@ def load_har_record(path, samplerate): out = out.set_index('filename') return out -p = '/home/jon/temp/micropython-test-esptool/har_record' -data = load_har_record(p, samplerate=100) +def main(): + + p = './data/har_record_excercises/har_record' + data = load_har_record(p, samplerate=100) + + print(data.head()) + print(data.shape) + + import plotly.express + + print(data.classname.value_counts()) + + out_dir = 'to_label' + + for idx, f in data.iterrows(): + d = f.data.sort_index() + + out_path = os.path.join(out_dir, idx+'.csv') + d.to_csv(out_path) + print('Wrote', out_path) + + m = d.median() + print(list(m)) + + rel = (d - m) + diffed = d.diff(-1) + + continue + + fig = plotly.express.line(rel.reset_index(), + x='time', + y=['x', 'y', 'z'], + title=f'{f.classname}: {idx}', + ) + #fig.show() + + #fig = plotly.express.scatter_3d(diffed, x='x', y='y', z='z', title=f'{f.classname}: {idx}') + #fig.show() + + #fig = plotly.express.line(d.reset_index(), x='time', y=['x', 'y', 'z']) + #fig.show() -print(data.head()) -print(data.shape) +if __name__ == '__main__': + main() -import plotly.express -for idx, f in data.iterrows(): - d = f.data.reset_index() - fig = plotly.express.line(d, x='time', y=['x', 'y', 'z']) - fig.show() diff --git a/examples/har_trees/read_labels.py b/examples/har_trees/read_labels.py new file mode 100644 index 0000000..b51a678 --- /dev/null +++ b/examples/har_trees/read_labels.py @@ -0,0 +1,103 @@ + +import re +import os + +import pandas + + + +from read_data import load_har_record + +def extract_filename(url): + + base = os.path.basename(url) + + # label studio adds a ID- on import + filename = re.sub(r'(\w+)-', '', base, count=1) + + return filename + +def read_labels(path): + df = pandas.read_csv(path) + + df = df.rename(columns={ + 'trend_forecast': 'activity', + 'timeseriesUrl': 'data_url', + }, errors='ignore') + + # Extract data identifier, used for correlating with data + df['file'] = df['data_url'].apply(extract_filename) + + columns = ['file', 'activity'] + df = df[columns] + + # Convert to a single label per file + # even though there may be multiple annotations + df = df.groupby('file').agg(pandas.Series.mode) + + #print(df.head()) + + return df + + + +def main(): + + out_path = 'har_exercise_1.parquet' + labels_path = 'project-3-at-2024-12-01-17-29-ba296417.csv' + data_path = 'data/har_record_excercises/har_record' + seed = 1 + + labels = read_labels(labels_path) + + # Drop files with a mix of class labels + labels = labels[~labels.activity.isin(['mixed'])] + + # Balance the 'other' category, by downsampling + without_other = labels[labels.activity != 'other'] + class_occurance = int(without_other.value_counts().median()) + only_other = labels[labels.activity == 'other'] + other_downsampled = only_other.sample(n=class_occurance, random_state=seed) + labels = pandas.concat([without_other, other_downsampled]) + + print('\nFiles after balancing:') + print(labels.activity.value_counts()) + + # Lookup data + data = load_har_record(data_path) + + # Merge in label data + dfs = [] + for filename, row in labels.iterrows(): + classname = row.activity + filename = filename.rstrip('.csv') + #print(filename, classname) + + try: + d = data.loc[filename].data + except KeyError as e: + print('Load error', e) + continue + + d = d.reset_index() + d['subject'] = 'unknown' + d['file'] = filename + d['activity'] = classname + dfs.append(d) + + #p = 'data/processed/pamap2.parquet' + + out = pandas.concat(dfs, ignore_index=True) + print(out) + out.to_parquet(out_path) + + #return + # Sanity check + df = pandas.read_parquet(out_path) + print(df.columns) + print(df.activity.value_counts()) + print(df.file.value_counts()) + print(df.head()) + +if __name__ == '__main__': + main() From 79684957167eec2e06ba83c300b78d012a9cdfb3 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sun, 1 Dec 2024 19:35:56 +0100 Subject: [PATCH 17/55] har_trees: Add support for exercise dataset --- examples/har_trees/compute_features.py | 2 +- examples/har_trees/har_train.py | 30 ++++++++++++++++++++++++-- 2 files changed, 29 insertions(+), 3 deletions(-) diff --git a/examples/har_trees/compute_features.py b/examples/har_trees/compute_features.py index 125ab92..be54fa0 100644 --- a/examples/har_trees/compute_features.py +++ b/examples/har_trees/compute_features.py @@ -15,7 +15,7 @@ def compute_dataset_features(data: npyfile.Reader, assert len(shape) == 3, shape n_samples, window_length, n_axes = shape assert n_axes == 3, shape - assert window_length == 128, shape + #assert window_length == 128, shape # We expect data to be h/int16 assert data.typecode == DATA_TYPECODE, data.typecode diff --git a/examples/har_trees/har_train.py b/examples/har_trees/har_train.py index ab5ca87..f6a2477 100644 --- a/examples/har_trees/har_train.py +++ b/examples/har_trees/har_train.py @@ -222,6 +222,7 @@ def export_model(path, out): def run_pipeline(run, hyperparameters, dataset, data_dir, out_dir, + model_settings=dict(), n_splits=5, features='timebased', ): @@ -252,6 +253,14 @@ def run_pipeline(run, hyperparameters, dataset, 'running', 'rope_jumping', ], ), + 'har_exercise_1': dict( + groups=['file'], + data_columns = ['x', 'y', 'z'], + classes = [ + #'mixed', + 'squat', 'jumpingjack', 'lunge', 'other', + ], + ), } if not os.path.exists(out_dir): @@ -272,8 +281,16 @@ def run_pipeline(run, hyperparameters, dataset, data_load_duration = time.time() - data_load_start log.info('data-loaded', dataset=dataset, samples=len(data), duration=data_load_duration) + + feature_extraction_start = time.time() - features = extract_features(data, columns=data_columns, groupby=groups, features=features) + features = extract_features(data, + columns=data_columns, + groupby=groups, + features=features, + window_length=model_settings['window_length'], + window_hop=model_settings['window_hop'], + ) labeled = numpy.count_nonzero(features['activity'].notna()) feature_extraction_duration = time.time() - feature_extraction_start @@ -293,9 +310,10 @@ def run_pipeline(run, hyperparameters, dataset, print('Class distribution\n', features['activity'].value_counts(dropna=False)) # Run train-evaluate + evaluate_groupby = groups[0] results, estimator = evaluate(features, hyperparameters=hyperparameters, - groupby='subject', + groupby=evaluate_groupby, n_splits=n_splits, ) @@ -362,6 +380,10 @@ def parse(): parser.add_argument('--features', type=str, default='timebased', help='Which feature-set to use') + parser.add_argument('--window-length', type=int, default=128, + help='Length of each window to classify (in samples)') + parser.add_argument('--window-hop', type=int, default=64, + help='How far to hop for next window to classify (in samples)') args = parser.parse_args() @@ -391,6 +413,10 @@ def main(): data_dir=args.data_dir, run=run_id, hyperparameters=hyperparameters, + model_settings=dict( + window_hop=args.window_hop, + window_length=args.window_length, + ), n_splits=int(os.environ.get('FOLDS', '5')), features=args.features, ) From a6358e2eaf2589f07777831cdc7e9c940be175af Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Sun, 1 Dec 2024 19:51:18 +0100 Subject: [PATCH 18/55] har_trees: Add a basic custom dataset Execises captured by M5StickC PLUS 2 on the wrist Accelerometer only M5StickC mounted with USB 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